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Predicting the acceptance of e-government: a systematic review
IF 5.9 3区 管理学 Q1 BUSINESS Pub Date : 2024-09-25 DOI: 10.1108/intr-12-2022-0970
Xiaohe Wu, Alain Yee Loong Chong, Yi Peng, Haijun Bao

Purpose

This study uses a systematic review to explore the potential causes of previous findings related to e-government acceptance research. By identifying the most frequently used, best, promising or worst factors that affect the acceptance of e-government, this research presents a research agenda for e-government researchers.

Design/methodology/approach

Through conducting a systematic review following the preferred reporting items for systematic reviews and meta-analyses (PRISMA) procedure, this research first selected 109 papers. Subsequently, this research analyzed the predictors and linkages of e-government acceptance by adopting a weight-analysis method proposed by Jeyaraj et al. (2006).

Findings

The results first revealed the five most frequently used predictors and five best predictors of e-government acceptance at a comprehensive level. Furthermore, this study summarized the best predictors affecting the acceptance of e-government from the perspectives of adopter types and e-government stages. The results also illustrated the promising and the worst predictors influencing e-government acceptance.

Originality/value

The contribution of this research is twofold. First, this study identified the linkages between e-government acceptance at the individual and organizational levels and between different e-government development stages. Second, this research provided a research direction that could offer useful insights for future e-government studies.

目的本研究采用系统回顾的方法来探讨以往与电子政务接受度研究相关的结论的潜在原因。通过确定影响电子政务接受度的最常用、最佳、有前途或最差的因素,本研究为电子政务研究人员提出了一个研究议程。设计/方法/途径本研究首先按照系统综述和荟萃分析(PRISMA)的首选报告项目程序进行了系统综述,选出了 109 篇论文。随后,本研究采用 Jeyaraj 等人(2006 年)提出的权重分析方法分析了电子政务接受度的预测因素和联系。研究结果本研究首先在综合层面上揭示了电子政务接受度的五个最常用预测因素和五个最佳预测因素。此外,本研究还从采用者类型和电子政务阶段的角度总结了影响电子政务接受度的最佳预测因素。本研究有两方面的贡献。首先,本研究确定了电子政务接受度在个人和组织层面以及不同电子政务发展阶段之间的联系。其次,本研究提供了一个研究方向,可为今后的电子政务研究提供有益的启示。
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引用次数: 0
How perceived value of augmented reality shopping drives psychological ownership 增强现实购物的感知价值如何驱动心理所有权
IF 5.9 3区 管理学 Q1 BUSINESS Pub Date : 2024-09-19 DOI: 10.1108/intr-10-2023-0911
Kai-Yu Wang, Abdul Rehman Ashraf, Narongsak Thongpapanl, Idaf Iqbal

Purpose

This study proposes a framework that demonstrates how the perceived value of augmented reality (AR) shopping influences the formation of psychological ownership of product and technology. The mediating role of flow experience and the moderating role of perceived control are identified.

Design/methodology/approach

An online survey study recruiting 480 participants who experienced AR shopping was conducted to test the hypotheses.

Findings

Functional value is negatively related to psychological ownership of product and technology whereas emotional value shows opposite effects. Flow experience mediates the relationships between functional/emotional value and psychological ownership of product and technology. Perceived control moderates the relationship between emotional value and flow experience, as well as the relationship between functional/emotional value and psychological ownership of product and technology.

Practical implications

The findings suggest the importance of AR’s functional and emotional values in developing psychological ownership of product and technology. To mitigate the negative effect of functional value, AR designers should focus on creating emotionally engaging apps that induce a flow experience, thereby enhancing psychological ownership. Furthermore, AR apps should be designed to empower users with a sense of control in the AR experience.

Originality/value

This research contributes to the AR and psychological ownership literature. It introduces a model that can explain both the formation of psychological ownership of product and psychological ownership of technology, thereby expanding the current understanding. By adding perceived values as antecedents of psychological ownership, it enriches the psychological ownership literature. Moreover, it enhances the flow experience literature by demonstrating the role of flow experience in the formation of psychological ownership of product and technology.

目的本研究提出了一个框架,说明增强现实(AR)购物的感知价值如何影响产品和技术的心理所有权的形成。研究结果功能价值与产品和技术的心理所有权呈负相关,而情感价值则显示出相反的效果。流动体验调节了功能/情感价值与产品和技术的心理所有权之间的关系。感知控制调节了情感价值与流动体验之间的关系,以及功能/情感价值与产品和技术的心理所有权之间的关系。 研究结果表明,AR 的功能和情感价值在培养产品和技术的心理所有权方面非常重要。为了减轻功能价值的负面影响,AR 设计者应专注于创造能引起流动体验的情感应用程序,从而增强心理拥有感。此外,AR 应用程序的设计应赋予用户在 AR 体验中的控制感。它引入了一个可以解释产品心理所有权和技术心理所有权形成的模型,从而扩展了目前的理解。通过将感知价值作为心理所有权的前因,本研究丰富了心理所有权文献。此外,它还通过证明流动体验在产品和技术的心理所有权形成过程中的作用,加强了流动体验方面的研究。
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引用次数: 0
Bridging the health literacy gap through AI chatbot design: the impact of gender and doctor cues on chatbot trust and acceptance 通过人工智能聊天机器人设计缩小健康知识差距:性别和医生线索对聊天机器人信任度和接受度的影响
IF 5.9 3区 管理学 Q1 BUSINESS Pub Date : 2024-09-17 DOI: 10.1108/intr-08-2023-0702
Eunjoo Jin, Yuhosua Ryoo, WooJin Kim, Y. Greg Song

Purpose

Notwithstanding their potential benefits especially for individuals with low health literacy, users are still somewhat skeptical about the reliability of healthcare chatbots. The present study aims to address this challenge by investigating strategies to enhance users’ cognitive and emotional trust in healthcare chatbots. Particularly, this study aims to understand the effects of chatbot design cues in increasing trust and future chatbot use intention for low health literacy users.

Design/methodology/approach

We conducted two experimental studies with a final sample of 327 (Study 1) and 241 (Study 2). Three different chatbots were developed (Chatbot design: Bot vs Male-doctor vs Female-doctor). Participants were asked to have a medical consultation with the chatbot. Participants self-reported their health literacy scores. The PROCESS model 7 was used to analyze the hypotheses.

Findings

The results showed that the female-doctor cues elicited greater cognitive and emotional trust, whereas the male-doctor cues only led to greater cognitive trust (vs bot-like cues). Importantly, this study found that users’ health literacy is a significant moderating factor in shaping cognitive and emotional trust. The results indicated that both the female and male-doctor cues’ positive effects on cognitive trust were significant for those with lower levels of health literacy. Furthermore, the positive effect of the female-doctor cues on emotional trust was also significant only for those whose health literacy level was low. The increased cognitive and emotional trust led to greater future intention to use the chatbot, confirming significant moderated mediation effects.

Originality/value

Despite the strong economic and educational benefits of healthcare chatbots for low health literacy users, studies examining how healthcare chatbot design cues affect low health literate users surprisingly remained scarce. The results of this study suggest that healthcare chatbots can be a promising technological intervention to narrow the health literacy gap when aligned with appropriate design cues.

目的尽管医疗聊天机器人具有潜在的益处,特别是对于健康知识水平较低的人来说,但用户对其可靠性仍持怀疑态度。本研究旨在通过研究提高用户对医疗聊天机器人的认知和情感信任的策略来应对这一挑战。特别是,本研究旨在了解聊天机器人设计线索对提高低健康素养用户的信任度和未来聊天机器人使用意向的影响。设计/方法/途径我们进行了两项实验研究,最终样本分别为 327 人(研究 1)和 241 人(研究 2)。我们开发了三种不同的聊天机器人(聊天机器人设计:机器人 vs 男医生 vs 女医生)。参与者被要求与聊天机器人进行医疗咨询。参与者自我报告其健康素养得分。研究结果表明,女医生的提示引起了更大的认知信任和情感信任,而男医生的提示只引起了更大的认知信任(与机器人的提示相比)。重要的是,这项研究发现,用户的健康素养是影响认知信任和情感信任的一个重要调节因素。结果表明,对于健康素养水平较低的人来说,女性和男性医生线索对认知信任的积极影响都是显著的。此外,女性医生线索对情感信任的积极影响也只对健康素养水平较低的人群显著。认知信任和情感信任的增加导致未来使用聊天机器人的意向增加,证实了显著的调节中介效应。原创性/价值尽管医疗聊天机器人对健康素养较低的用户有很大的经济和教育益处,但研究医疗聊天机器人设计线索如何影响健康素养较低的用户的研究仍然很少,令人惊讶。本研究的结果表明,如果配合适当的设计线索,医疗聊天机器人可以成为缩小健康素养差距的一种很有前景的技术干预措施。
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引用次数: 0
Driving engagement in metaverse-mediated tourism environments: exploring the role of perceived realism 在以元为媒介的旅游环境中推动参与:探索感知现实主义的作用
IF 5.9 3区 管理学 Q1 BUSINESS Pub Date : 2024-09-11 DOI: 10.1108/intr-06-2023-0496
Man Lai Cheung, Wilson K.S. Leung, Man Kit Chang, Randy Y.M. Wong, Sin Yan Tse

Purpose

Despite the promising development and marketing potential of the metaverse, our understanding of how realistic metaverse environments impact user engagement and behaviours remains limited. This study investigates the role of perceived realism in influencing user engagement, thereby affecting external search behaviour and visit intentions.

Design/methodology/approach

We surveyed 270 active metaverse users to test the research model. The data were analysed using partial least squares structural equation modelling (PLS-SEM).

Findings

The results of our study show that three dimensions of realism – avatar involvement, perceptual pervasiveness and social realism – significantly enhance user engagement, which in turn influences external search behaviour and visit intention. In contrast, simulation realism and freedom of choice have minimal effects on absorption and dedication.

Research limitations/implications

This study highlights the role of perceived realism in enhancing user engagement with the metaverse and its impact on physical world behaviours. It contributes to metaverse literature by demonstrating that engagement within the metaverse significantly influences physical world behaviours, including visit intentions and external search behaviours.

Practical implications

This study offers practical guidance for developers to enhance user engagement in metaverse environments. Specifically, our findings advocate for visual and audio quality enhancements, greater persuasiveness of virtual spaces, improved avatar representativeness and a closer alignment of metaverse activities with real-life events.

Originality/value

This study advances the theoretical understanding of perceived realism by examining how its dimensions – such as visual and audio quality, avatar representativeness and alignment with real-life events – impact user engagement in the metaverse. It also explores how this engagement influences offline behaviours, thus bridging the gap between virtual and real-world interactions.

目的尽管元海外的发展和营销潜力前景广阔,但我们对逼真的元海外环境如何影响用户参与和行为的了解仍然有限。本研究调查了感知逼真度在影响用户参与度方面的作用,从而影响外部搜索行为和访问意向。设计/方法/途径我们对 270 名活跃的元海外用户进行了调查,以检验研究模型。研究结果我们的研究结果表明,真实感的三个维度--化身参与、感知普遍性和社交真实感--显著提高了用户参与度,进而影响了外部搜索行为和访问意向。与此相反,模拟逼真度和选择自由度对吸收和投入的影响微乎其微。 研究局限/意义 本研究强调了感知逼真度在提高用户对元海外参与度方面的作用及其对物理世界行为的影响。本研究为开发人员提高用户在元世界环境中的参与度提供了实际指导。具体而言,我们的研究结果主张提高视听质量、增强虚拟空间的说服力、改善虚拟化身的代表性以及使元世界活动与现实生活中的事件更加紧密地结合起来。研究还探讨了这种参与如何影响离线行为,从而弥合虚拟与现实世界互动之间的差距。
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引用次数: 0
Perceived identity threat and brand advocacy responses to different types of brand-related attacks 对不同类型品牌相关攻击的感知身份威胁和品牌宣传反应
IF 5.9 3区 管理学 Q1 BUSINESS Pub Date : 2024-09-10 DOI: 10.1108/intr-05-2023-0352
Junyun Liao, Jiawen Chen, Yanghong Hu, Raffaele Filieri, Xiaoliang Feng, Wei Wang

Purpose

Users frequently target rival brands through direct criticism or indirect customer insults, yet the impact of such attacks on brand advocacy remains unexplored. The purpose of this study is to classify online attacks into brand-targeted attacks and consumer-targeted attacks and further investigate their differential impacts on brand advocacy and the underlying mechanism and a boundary condition of those impacts.

Design/methodology/approach

Three experimental studies using different types of brands (electronics, universities and sports footwear) are conducted to examine the effects of brand-related attack targets on brand advocacy.

Findings

This research shows that consumer-targeted attacks trigger higher brand advocacy through increasing perceived identity threat than brand-targeted attacks. Moreover, the effect of consumer-targeted attacks (versus brand-targeted attacks) on brand advocacy is mediated by perceived identity threat and mitigated when consumers’ identification with the attacked brand is strong.

Practical implications

The study’s findings yield practical applications for marketers and brand managers, assisting them in understanding consumers’ reactions to brand attacks. This study serves as a reference for firms to consider leveraging the association between brand identification and brand-related attack targets and uniting with loyal brand fans to manage online brand conflicts.

Originality/value

The present study extends prior literature on customer-brand relationships in the context of online attacks. Through investigating the impacts of brand-targeted and consumer-targeted attacks on brand advocacy, this research offers theoretical insights into consumers’ responses to online attacks with different targets.

目的用户经常通过直接批评或间接侮辱顾客的方式攻击竞争对手的品牌,但这种攻击对品牌拥护的影响仍未得到探讨。本研究旨在将网络攻击分为以品牌为目标的攻击和以消费者为目标的攻击,并进一步研究它们对品牌拥护的不同影响,以及这些影响的内在机制和边界条件。研究结果本研究表明,与以品牌为目标的攻击相比,以消费者为目标的攻击会通过增加感知到的身份威胁来引发更高的品牌拥护。此外,消费者目标攻击(相对于品牌目标攻击)对品牌拥护的影响受感知到的身份威胁的调节,当消费者对被攻击品牌的认同感较强时,消费者目标攻击对品牌拥护的影响会减弱。本研究可为企业提供参考,帮助企业考虑利用品牌认同与品牌相关攻击目标之间的关联,并联合忠实的品牌粉丝来管理网络品牌冲突。 原创性/价值本研究扩展了之前关于网络攻击背景下客户与品牌关系的文献。通过调查以品牌为目标的攻击和以消费者为目标的攻击对品牌拥护的影响,本研究为消费者应对不同目标的网络攻击提供了理论见解。
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引用次数: 0
Exploring the impact of paid over-the-top service and mobile network profiles in watching TV content on mobile devices 探索付费网络电视服务和移动网络配置文件对在移动设备上观看电视内容的影响
IF 5.9 3区 管理学 Q1 BUSINESS Pub Date : 2024-09-10 DOI: 10.1108/intr-06-2023-0487
Soo Il Shin, Sumin Han, Kyung Young Lee, Younghoon Chang

Purpose

The television (TV) content ecosystem has shifted from traditional broadcasting systems to dedicated content producers and over-the-top (OTT) services. However, less empirical effort has been paid to the actual behaviors of the mobile users who watch TV content when explaining the impact of OTT service and mobile network profiles in watching TV content. This study aims to investigate the impact of gratifications and attitude formed by mobile TV users on actual mobile TV watching behaviors, as well as the moderating impacts of paid OTT service subscriptions and mobile network profiles, based on gratification theory, cognition–affect–behavioral (CAB) framework, sunk cost effect and walled-garden effect.

Design/methodology/approach

This study employs the generalized linear model (GLM) with generalized estimating equations (GEE) to test hypothesized relationships. A total of 338 mobile phone users who have been watching TV content using a mobile phone participated in the survey. The moderating variables, 4 types of paid streaming platform subscriptions, were classified based on the walled gardens formed by mobile telecom services.

Findings

The study’s results revealed that obtained gratifications and opportunity constructs substantially influenced a mobile phone user’s attitude and behaviors. Additionally, mobile network profiles and the degree of access to paid platform services played significant moderating roles in the relationship between users’ attitudes and behavior.

Originality/value

This research enriches the existing OTT service literature and is one of the pioneering studies investigating the walled-garden effect’s role in mobile phone users’ actual watching behaviors, offering valuable practical implications for the OTT platform providers.

目的电视(TV)内容生态系统已从传统的广播系统转向专门的内容生产商和OTT(Over-the-Top)服务。然而,在解释 OTT 服务和移动网络状况对观看电视内容的影响时,对移动用户观看电视内容的实际行为的实证研究较少。本研究旨在基于满足理论、认知-影响-行为(CAB)框架、沉没成本效应和围墙花园效应,探讨手机电视用户形成的满足感和态度对实际手机电视观看行为的影响,以及付费 OTT 服务订阅和手机网络配置文件的调节作用。共有 338 名使用手机观看电视内容的手机用户参与了调查。研究结果表明,获得满足感和机会建构在很大程度上影响了手机用户的态度和行为。原创性/价值这项研究丰富了现有的 OTT 服务文献,是研究围墙花园效应在手机用户实际观看行为中的作用的开创性研究之一,为 OTT 平台提供商提供了有价值的实践意义。
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引用次数: 0
Introducing yourself to strangers: does conversational self-presentation matter in peer-to-peer accommodation 向陌生人介绍自己:对话中的自我介绍在点对点住宿中是否重要
IF 5.9 3区 管理学 Q1 BUSINESS Pub Date : 2024-09-10 DOI: 10.1108/intr-10-2023-0867
Fuzhen Liu, Chaocheng He, Kee-Hung Lai

Purpose

Self-presentation has emerged as a pivotal marketing strategy for service providers seeking to craft virtual images in the peer-to-peer (P2P) accommodation sector. However, the literature lacks an understanding of conversational self-presentation, which offers more informal and personal communication.

Design/methodology/approach

Drawing upon social interaction theory and uncertainty reduction theory, this study explores the impact of conversational self-presentation and its interplay with space sharing and review ratings on customer purchases.

Findings

Utilizing the fixed effects model on a panel dataset comprising 498,817 observations from Airbnb, we discover a positive association between conversational self-presentation and customer purchases. Furthermore, our analysis reveals that space sharing reinforces this positive effect, while review ratings tend to diminish it. A deeper mechanism analysis indicates that perceived authenticity plays a mediating role in the relationship between conversational self-presentation and customer purchases.

Research limitations/implications

This study highlights the importance of conversational communication in enhancing host–guest relationships under information asymmetry. However, the proposed model can be extended to other accommodation-sharing platforms in various regions, identifying whether cultural differences exist in explaining the importance of conversational self-presentation.

Practical implications

Marketers are suggested to build a harmonious customer–brand relationship and achieve superior performance through effective online communication.

Originality/value

This study adds valuable insights to the literature about self-presentation, social interaction and customer behavior by revealing the significance of conversational self-presentation in driving the growth of P2P accommodation businesses.

目的自我展示已成为点对点(P2P)住宿行业服务提供商打造虚拟形象的重要营销策略。本研究以社会互动理论和不确定性减少理论为基础,探讨了会话式自我展示及其与空间共享和评论评级之间的相互作用对客户购买的影响。研究结果利用固定效应模型,我们发现会话式自我展示与客户购买之间存在正相关。此外,我们的分析表明,空间共享加强了这一积极效应,而评论等级则往往会削弱这一效应。更深入的机制分析表明,感知到的真实性在会话自我介绍与顾客购买之间的关系中起到了中介作用。研究局限/意义本研究强调了在信息不对称的情况下,会话交流在增进主客关系中的重要性。然而,所提出的模型可以扩展到不同地区的其他住宿共享平台,确定在解释会话式自我呈现的重要性时是否存在文化差异。原创性/价值本研究通过揭示会话式自我呈现在推动 P2P 住宿业务增长方面的重要性,为有关自我呈现、社交互动和顾客行为的文献增加了有价值的见解。
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引用次数: 0
Co-owned information disclosure and collective privacy calculus on social network platforms: the moderating role of information ownership 社交网络平台上的共同信息披露和集体隐私计算:信息所有权的调节作用
IF 5.9 3区 管理学 Q1 BUSINESS Pub Date : 2024-09-09 DOI: 10.1108/intr-03-2023-0205
Yafei Feng, Yongqiang Sun, Nan Wang, Xiao-Liang Shen

Purpose

Sharing co-owned information on social network platforms has become a common and inevitable phenomenon. However, due to the uniqueness of co-owned information, the privacy calculus theory based on a single information owner cannot explain co-owned information disclosure. Therefore, this study tries to investigate the underlying mechanism of users’ co-owned information disclosure from a collective privacy calculus perspective.

Design/methodology/approach

Through a survey of 740 participants, covariance-based structural equation modeling (CB-SEM) was used to verify the proposed model and hypotheses.

Findings

The results show that personal benefit, others’ benefit and relationship benefit promote users’ co-owned information disclosure by positively affecting personal distributive fairness and others’ distributive fairness perception. Meanwhile, personal privacy risk and others’ privacy risk prevent users’ co-owned information disclosure by negatively affecting personal distributive fairness and others’ distributive fairness perception. Besides, others’ information ownership perception enhances the positive effect of others’ distributive fairness perception on co-owned information disclosure intention. Furthermore, others’ information ownership strengthens the mediating role of others’ distributive fairness.

Research limitations/implications

The findings of this study enrich the research scope of information disclosure and privacy calculus theory and help social network platform developers design collective privacy protection functions.

Originality/value

This study develops a collective privacy calculus model to understand users’ co-owned information disclosure on social network platforms, confirming the mediating role of collective distributive fairness and the moderating role of others’ information ownership perception in the process of collective privacy calculus.

目的在社交网络平台上共享共同拥有的信息已成为一种普遍且不可避免的现象。然而,由于共同拥有信息的独特性,基于单一信息拥有者的隐私计算理论无法解释共同拥有信息的披露。研究结果研究结果表明,个人利益、他人利益和关系利益通过正向影响个人分配公平性和他人分配公平性感知,促进了用户共同拥有信息的披露。同时,个人隐私风险和他人隐私风险会对个人分配公平性和他人分配公平性感知产生负面影响,从而阻碍用户共同拥有信息的披露。此外,他人的信息所有权感知增强了他人的分配公平感知对共同拥有信息披露意向的积极影响。本研究的结论丰富了信息披露和隐私计算理论的研究范围,有助于社交网络平台开发者设计集体隐私保护功能。
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引用次数: 0
The impact of social support chatbots on patients’ value co-creation behavior in online health communities: a moderated mediation model 社交支持聊天机器人对在线健康社区中患者价值共创行为的影响:调节中介模型
IF 5.9 3区 管理学 Q1 BUSINESS Pub Date : 2024-09-03 DOI: 10.1108/intr-08-2023-0666
Muhammad Salman Latif, Jian-Jun Wang, Mohsin Shahzad, Muhammad Mursil

Purpose

Online health communities (OHCs) have emerged on the Internet, substantially changing the conventional healthcare delivery model. Despite this emergence, the lack of patient participation and contribution always limits the success and sustainability of OHCs. Previous studies have disclosed that patients’ value co-creation behavior (VCB) helps organizations sustain OHCs. However, how the recent surge in artificial intelligence (AI) tools, such as social support chatbots (SSCs), drives patients’ VCB is still unknown. Therefore, this study examines the complex mechanism behind patients’ VCB to establish sustainable OHCs.

Design/methodology/approach

Using value co-creation and social support theories, the author develops a moderated mediation model and analyzes survey data from 338 respondents using partial least squares structural equation modeling (PLS-SEM) and artificial neural network (ANN) methods.

Findings

Results demonstrate that perceived social support (PSS) from SSCs positively affects VCB directly and indirectly via patient learning (PL). This indirect effect is stronger when patient ability/readiness (PAR) is high. ANN findings highlight the model’s robustness and the significant role of PAR in VCB.

Originality/value

This study’s integrated framework offers unique insights into key drivers of patients’ VCB in OHCs. The findings indicate that PSS from SSCs enhances PL and VCB, with PAR influencing the strength of these relationships. Understanding these dynamics can inform user-centric interventions to promote effective learning and collaboration in OHCs.

目的 在线健康社区(OHC)已在互联网上兴起,极大地改变了传统的医疗保健服务模式。尽管如此,缺乏患者的参与和贡献始终限制着在线健康社区的成功和可持续发展。以往的研究表明,患者的价值共创行为(VCB)有助于组织维持 OHC。然而,近期人工智能(AI)工具(如社交支持聊天机器人(SSC))的激增如何推动患者的价值共创行为仍是未知数。因此,本研究探讨了患者VCB背后的复杂机制,以建立可持续的OHC。研究结果研究结果表明,来自SSCs的感知社会支持(PSS)直接和间接地通过患者学习(PL)对VCB产生积极影响。当患者能力/准备程度(PAR)较高时,这种间接影响会更强。ANN研究结果凸显了该模型的稳健性以及PAR在患者自愿住院中的重要作用。研究结果表明,SSC 的 PSS 可以增强 PL 和 VCB,而 PAR 则影响这些关系的强度。了解这些动态因素可以为以用户为中心的干预措施提供信息,从而促进口腔健康中心的有效学习与合作。
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引用次数: 0
From resistance to acceptance: developing health task measures to boost mHealth adoption among older adults: mixed-methods approach and innovation resistance 从抵制到接受:制定健康任务措施以促进移动保健在老年人中的采用:混合方法和创新阻力
IF 5.9 3区 管理学 Q1 BUSINESS Pub Date : 2024-08-29 DOI: 10.1108/intr-02-2024-0327
Wilson K.S. Leung, Sally P.M. Law, Man Lai Cheung, Man Kit Chang, Chung-Yin Lai, Na Liu

Purpose

There are two main objectives in this study. First, we aim to develop a set of constructs for health task management support (HTMS) features to evaluate which health-related tasks are supported by mobile health application (mHealth app) functions. Second, drawing on innovation resistance theory (IRT), we examine the impacts of the newly developed HTMS dimensions on perceived usefulness, alongside other barrier factors contributing to technology anxiety.

Design/methodology/approach

Using a mixed-method research design, this research seeks to develop new measurement scales that reflect how mHealth apps support older adults’ health-related needs based on interviews. Subsequently, data were collected from older adults and exploratory factor analysis was used to confirm the validity of the new scales. Partial least squares structural equation modeling (PLS-SEM) was used to analyze survey data from 602 older adults.

Findings

The PLS-SEM results indicated that medical management task support, dietary task support, and exercise task support were positively associated with perceived usefulness, while perceived complexity and dispositional resistance to change were identified as antecedents of technology anxiety. Perceived usefulness and technology anxiety were found to positively and negatively influence adoption intention, respectively.

Originality/value

This study enriches the information systems literature by developing a multidimensional construct that delineates how older adults’ health-related needs can be supported by features of mHealth apps. Drawing on IRT, we complement the existing literature on resistance to innovation by systematically examining the impact of five types of barriers on technology anxiety.

目的本研究有两个主要目标。首先,我们旨在开发一套健康任务管理支持(HTMS)功能的构造,以评估移动健康应用程序(mHealth app)功能支持哪些健康相关任务。其次,借鉴创新阻力理论(IRT),我们研究了新开发的健康任务管理支持(HTMS)维度对感知有用性的影响,以及导致技术焦虑的其他障碍因素。设计/方法/方法本研究采用混合方法研究设计,旨在开发新的测量量表,以反映移动医疗应用程序如何在访谈的基础上支持老年人的健康相关需求。随后,研究人员收集了老年人的数据,并使用探索性因子分析来确认新量表的有效性。研究结果 PLS-SEM 结果表明,医疗管理任务支持、饮食任务支持和运动任务支持与感知有用性呈正相关,而感知复杂性和对改变的倾向性阻力被认为是技术焦虑的前因。研究发现,感知有用性和技术焦虑分别对采用意向产生正向和负向影响。 原创性/价值 本研究通过建立一个多维结构来描述移动医疗应用程序的功能如何支持老年人的健康相关需求,从而丰富了信息系统文献。利用 IRT,我们系统地研究了五类障碍对技术焦虑的影响,从而对现有的创新阻力文献进行了补充。
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